Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-16 0.218330 0.242962 0.270271 0.302988 0.341377 0.385312 0.439861
2025-02-23 0.177931 0.210753 0.250493 0.302977 0.371753 0.460719 0.587839
2025-03-02 0.147762 0.182182 0.226338 0.288683 0.377137 0.502712 0.703803
2025-03-09 0.130705 0.166312 0.214148 0.285511 0.393875 0.561034 0.859153
2025-03-16 0.118758 0.155068 0.205753 0.285001 0.412750 0.625374 1.046128
2025-03-23 0.109882 0.146705 0.199850 0.286489 0.434003 0.697892 1.277306
2025-03-30 0.098773 0.133840 0.185594 0.272410 0.425987 0.715380 1.402599
2025-04-06 0.090066 0.123646 0.174202 0.261218 0.420642 0.736097 1.544817
2025-04-13 0.083123 0.115479 0.165088 0.252535 0.418136 0.761633 1.712485
2025-04-20 0.079963 0.112799 0.164343 0.258088 0.443634 0.854233 2.123361
2025-04-27 0.077953 0.111700 0.165982 0.268006 0.479757 0.983268 2.755535
2025-05-04 0.075934 0.110387 0.167069 0.276955 0.515694 1.125558 3.590688
2025-05-11 0.073926 0.109020 0.168078 0.286235 0.555463 1.298511 4.825278
2025-05-18 0.070545 0.105132 0.164316 0.285550 0.572002 1.412299 5.982390
2025-05-25 0.065692 0.098439 0.154968 0.272217 0.554711 1.411636 6.454468
2025-06-01 0.062687 0.094722 0.150765 0.269258 0.563537 1.504967 7.824655
2025-06-08 0.060264 0.091853 0.147888 0.268780 0.578905 1.630639 9.873055
2025-06-15 0.058271 0.089600 0.145972 0.270152 0.599728 1.790191 12.975643
2025-06-22 0.054725 0.084404 0.138070 0.257150 0.577003 1.758847 13.660245
2025-06-29 0.051731 0.080059 0.131567 0.246801 0.560567 1.750569 14.766982
2025-07-06 0.049201 0.076434 0.126259 0.238763 0.549854 1.765557 16.447284
2025-07-13 0.048296 0.075694 0.126552 0.243904 0.580521 1.995528 24.220099
2025-07-20 0.047846 0.075755 0.128428 0.253079 0.626557 2.344592 41.678421